Triple
T3005552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highlands Ranch |
E81890
|
entity |
| Predicate | majorRoad |
P385
|
FINISHED |
| Object |
University Boulevard
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
|
E318579
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: University Boulevard | Statement: [Highlands Ranch, majorRoad, University Boulevard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University Boulevard Context triple: [Highlands Ranch, majorRoad, University Boulevard]
-
A.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
-
B.
College Avenue
College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
-
C.
University Avenue
University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
-
D.
Student Street
Student Street is an interior pedestrian thoroughfare within MIT’s Building 32 (the Ray and Maria Stata Center), serving as a central social and circulation space for students and visitors.
-
E.
Shattuck Avenue, Berkeley
Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University Boulevard Triple: [Highlands Ranch, majorRoad, University Boulevard]
Generated description
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University Boulevard Target entity description: University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
-
A.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
-
B.
College Avenue
College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
-
C.
University Avenue
University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
-
D.
Student Street
Student Street is an interior pedestrian thoroughfare within MIT’s Building 32 (the Ray and Maria Stata Center), serving as a central social and circulation space for students and visitors.
-
E.
Shattuck Avenue, Berkeley
Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 3 p.m.